Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006170

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006191

distance 0.278

#2 · Kolhapurcell 4800006171

distance 0.286

#3 · Kolhapurcell 4800006164

distance 0.31

#4 · Kolhapurcell 4800006215

distance 0.337

#5 · Kolhapurcell 4800006190

distance 0.346

#6 · Ratnagiricell 4920002474

distance 0.389 · cross-district

#7 · Kolhapurcell 4800006214

distance 0.391

#8 · Ratnagiricell 4920002042

distance 0.391 · cross-district

#9 · Kolhapurcell 4800002760

distance 0.397

#10 · Ratnagiricell 4920002477

distance 0.4 · cross-district

#11 · Kolhapurcell 4800003161

distance 0.407

#12 · Ratnagiricell 4920002227

distance 0.408 · cross-district

#13 · Ratnagiricell 4920002171

distance 0.408 · cross-district

#14 · Ratnagiricell 4920002043

distance 0.41 · cross-district

#15 · Kolhapurcell 4800002990

distance 0.417

#16 · Ratnagiricell 4920002344

distance 0.425 · cross-district

#17 · Kolhapurcell 4800003641

distance 0.428

#18 · Kolhapurcell 4800002563

distance 0.429

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800006170}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.